Application of Monte Carlo simulation and artificial neural network model to probabilistic health risk assessment in fluoride-endemic areas
2024

Health Risks from Fluoride in Drinking Water

Sample size: 85 publication 10 minutes Evidence: high

Author Information

Author(s): Islam Raisul, Sinha Alok, Hussain Athar, Usama Mohammad, Ali Shahjad, Ahmed Salman, Gani Abdul, Hassan Najmaldin Ezaldin, Mohammadi Ali Akbar, Deshmukh Kamlesh

Primary Institution: GLA University Mathura, India

Hypothesis

What are the health risks associated with fluoride exposure in groundwater in fluoride-endemic areas?

Conclusion

The study found that fluoride concentrations in groundwater in Kasganj, India, exceed safe limits, posing significant health risks, especially for children.

Supporting Evidence

  • The average fluoride concentration in Kasganj was found to be 2.30 mg/L, exceeding the permissible limit.
  • Children had the highest risk of dental fluorosis with a probability of 94%.
  • Monte Carlo simulations indicated high health risks for children due to fluoride exposure.

Takeaway

Fluoride in drinking water can be harmful, especially for kids, and the water in Kasganj has too much fluoride, which can cause health problems.

Methodology

The study used Monte Carlo Simulation and Artificial Neural Network models to assess health risks from fluoride in groundwater.

Potential Biases

Potential biases in sample collection and analysis methods could affect the results.

Limitations

The study may not account for all environmental factors affecting fluoride levels and health risks.

Participant Demographics

The study assessed health risks for children, teenagers, and adults in Kasganj, Uttar Pradesh, India.

Statistical Information

P-Value

0.01

Statistical Significance

p<0.05

Digital Object Identifier (DOI)

10.1016/j.heliyon.2024.e40887

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